Bayesian networks : an introduction /
Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in clas...
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| Format: | eBook |
| Language: | English |
| Published: |
Chichester, West Sussex, UK :
John Wiley,
©2009.
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| Online Access: | Connect to the full text of this electronic book |
| Summary: | Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in classroom teaching and assumes a basic knowledge of probability, statistics and mathematics. All notions are carefully explained and feature exercises throughout. Features include:.: An introduction to Dirichlet Distribution, Exponential Families and their applications.; A detailed description of learni. |
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| Physical Description: | 1 online resource (viii, 347 pages) : illustrations |
| Bibliography: | Includes bibliographical references (pages 355-341) and index. |
| ISBN: | 9780470684030 0470684038 9780470684023 047068402X |